Profile Report

Dataset statistics

Number of variables	18
Number of observations	195
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	27.6 KiB
Average record size in memory	144.7 B

Variable types

Numeric	17
Categorical	1

Alerts

`MDVP:Fo(Hz)` is highly overall correlated with `MDVP:Fhi(Hz)` and 2 other fields	High correlation
`MDVP:Fhi(Hz)` is highly overall correlated with `MDVP:Fo(Hz)`	High correlation
`MDVP:Flo(Hz)` is highly overall correlated with `status`	High correlation
`MDVP:Jitter(Abs)` is highly overall correlated with `MDVP:Fo(Hz)` and 10 other fields	High correlation
`MDVP:PPQ` is highly overall correlated with `MDVP:Jitter(Abs)` and 8 other fields	High correlation
`Jitter:DDP` is highly overall correlated with `MDVP:Jitter(Abs)` and 8 other fields	High correlation
`MDVP:Shimmer` is highly overall correlated with `MDVP:Jitter(Abs)` and 9 other fields	High correlation
`Shimmer:APQ3` is highly overall correlated with `MDVP:Jitter(Abs)` and 9 other fields	High correlation
`Shimmer:APQ5` is highly overall correlated with `MDVP:Jitter(Abs)` and 9 other fields	High correlation
`MDVP:APQ` is highly overall correlated with `MDVP:Jitter(Abs)` and 10 other fields	High correlation
`NHR` is highly overall correlated with `MDVP:Jitter(Abs)` and 10 other fields	High correlation
`HNR` is highly overall correlated with `MDVP:Jitter(Abs)` and 9 other fields	High correlation
`RPDE` is highly overall correlated with `MDVP:Jitter(Abs)` and 7 other fields	High correlation
`spread1` is highly overall correlated with `MDVP:Jitter(Abs)` and 11 other fields	High correlation
`spread2` is highly overall correlated with `MDVP:APQ` and 1 other fields	High correlation
`D2` is highly overall correlated with `NHR`	High correlation
`status` is highly overall correlated with `MDVP:Fo(Hz)` and 2 other fields	High correlation
`MDVP:Fo(Hz)` has unique values	Unique
`MDVP:Fhi(Hz)` has unique values	Unique
`MDVP:Flo(Hz)` has unique values	Unique
`HNR` has unique values	Unique
`RPDE` has unique values	Unique
`DFA` has unique values	Unique
`spread1` has unique values	Unique
`D2` has unique values	Unique

Reproduction

Analysis started	2023-09-18 03:41:49.212259
Analysis finished	2023-09-18 03:42:22.922121
Duration	33.71 seconds
Software version	ydata-profiling vv4.4.0
Download configuration	config.json

MDVP:Fo(Hz)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	195
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	154.22864

Minimum	88.333
Maximum	260.105
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	88.333
5-th percentile	101.8791
Q1	117.572
median	148.79
Q3	182.769
95-th percentile	236.5078
Maximum	260.105
Range	171.772
Interquartile range (IQR)	65.197

Descriptive statistics

Standard deviation	41.390065
Coefficient of variation (CV)	0.26836821
Kurtosis	-0.62789811
Mean	154.22864
Median Absolute Deviation (MAD)	31.786
Skewness	0.59173746
Sum	30074.585
Variance	1713.1375
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
119.992	1	0.5%
169.774	1	0.5%
156.239	1	0.5%
145.174	1	0.5%
138.145	1	0.5%
166.888	1	0.5%
119.031	1	0.5%
120.078	1	0.5%
120.289	1	0.5%
120.256	1	0.5%
Other values (185)	185	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
88.333	1	0.5%
91.904	1	0.5%
95.056	1	0.5%
95.385	1	0.5%
95.605	1	0.5%
95.73	1	0.5%
96.106	1	0.5%
98.804	1	0.5%
100.77	1	0.5%
100.96	1	0.5%

Value	Count	Frequency (%)
260.105	1	0.5%
252.455	1	0.5%
245.51	1	0.5%
244.99	1	0.5%
243.439	1	0.5%
242.852	1	0.5%
241.404	1	0.5%
240.301	1	0.5%
237.323	1	0.5%
237.226	1	0.5%

MDVP:Fhi(Hz)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	195
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	197.10492

Minimum	102.145
Maximum	592.03
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	102.145
5-th percentile	115.8188
Q1	134.8625
median	175.829
Q3	224.2055
95-th percentile	410.6398
Maximum	592.03
Range	489.885
Interquartile range (IQR)	89.343

Descriptive statistics

Standard deviation	91.491548
Coefficient of variation (CV)	0.46417689
Kurtosis	7.6272412
Mean	197.10492
Median Absolute Deviation (MAD)	42.485
Skewness	2.542146
Sum	38435.459
Variance	8370.7033
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
157.302	1	0.5%
191.759	1	0.5%
195.107	1	0.5%
198.109	1	0.5%
197.238	1	0.5%
198.966	1	0.5%
127.533	1	0.5%
126.632	1	0.5%
128.143	1	0.5%
125.306	1	0.5%
Other values (185)	185	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
102.145	1	0.5%
102.305	1	0.5%
107.715	1	0.5%
108.664	1	0.5%
110.019	1	0.5%
112.24	1	0.5%
112.777	1	0.5%
113.597	1	0.5%
113.84	1	0.5%
115.697	1	0.5%

Value	Count	Frequency (%)
592.03	1	0.5%
588.518	1	0.5%
586.567	1	0.5%
581.289	1	0.5%
565.74	1	0.5%
492.892	1	0.5%
479.697	1	0.5%
450.247	1	0.5%
442.824	1	0.5%
442.557	1	0.5%

MDVP:Flo(Hz)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	195
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	116.32463

Minimum	65.476
Maximum	239.17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	65.476
5-th percentile	68.9464
Q1	84.291
median	104.315
Q3	140.0185
95-th percentile	220.1949
Maximum	239.17
Range	173.694
Interquartile range (IQR)	55.7275

Descriptive statistics

Standard deviation	43.521413
Coefficient of variation (CV)	0.37413756
Kurtosis	0.65461452
Mean	116.32463
Median Absolute Deviation (MAD)	23.678
Skewness	1.2173504
Sum	22683.303
Variance	1894.1134
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
74.997	1	0.5%
151.451	1	0.5%
79.82	1	0.5%
80.637	1	0.5%
81.114	1	0.5%
79.512	1	0.5%
109.216	1	0.5%
105.667	1	0.5%
100.209	1	0.5%
104.773	1	0.5%
Other values (185)	185	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
65.476	1	0.5%
65.75	1	0.5%
65.782	1	0.5%
65.809	1	0.5%
66.004	1	0.5%
66.157	1	0.5%
67.021	1	0.5%
67.343	1	0.5%
68.401	1	0.5%
68.623	1	0.5%

Value	Count	Frequency (%)
239.17	1	0.5%
237.303	1	0.5%
232.483	1	0.5%
232.435	1	0.5%
231.848	1	0.5%
229.256	1	0.5%
227.911	1	0.5%
225.227	1	0.5%
223.634	1	0.5%
221.156	1	0.5%

MDVP:Jitter(Abs)
Real number (ℝ)

HIGH CORRELATION

Distinct	19
Distinct (%)	9.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.3958974 × 10^-5

Minimum	7 × 10^-6
Maximum	0.00026
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	7 × 10^-6
5-th percentile	1 × 10^-5
Q1	2 × 10^-5
median	3 × 10^-5
Q3	6 × 10^-5
95-th percentile	0.0001
Maximum	0.00026
Range	0.000253
Interquartile range (IQR)	4 × 10^-5

Descriptive statistics

Standard deviation	3.4821909 × 10^-5
Coefficient of variation (CV)	0.79214561
Kurtosis	10.869043
Mean	4.3958974 × 10^-5
Median Absolute Deviation (MAD)	1 × 10^-5
Skewness	2.6490714
Sum	0.008572
Variance	1.2125653 × 10^-9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
3 × 10^-5	46	23.6%
4 × 10^-5	28	14.4%
2 × 10^-5	28	14.4%
1 × 10^-5	20	10.3%
5 × 10^-5	17	8.7%
6 × 10^-5	16	8.2%
8 × 10^-5	9	4.6%
7 × 10^-5	8	4.1%
9 × 10^-5	5	2.6%
9 × 10^-6	5	2.6%
Other values (9)	13	6.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7 × 10^-6	1	0.5%
9 × 10^-6	5	2.6%
1 × 10^-5	20	10.3%
2 × 10^-5	28	14.4%
3 × 10^-5	46	23.6%
4 × 10^-5	28	14.4%
5 × 10^-5	17	8.7%
6 × 10^-5	16	8.2%
7 × 10^-5	8	4.1%
8 × 10^-5	9	4.6%

Value	Count	Frequency (%)
0.00026	1	0.5%
0.00022	1	0.5%
0.00016	1	0.5%
0.00015	2	1.0%
0.00014	1	0.5%
0.00012	1	0.5%
0.00011	2	1.0%
0.0001	3	1.5%
9 × 10^-5	5	2.6%
8 × 10^-5	9	4.6%

MDVP:PPQ
Real number (ℝ)

HIGH CORRELATION

Distinct	165
Distinct (%)	84.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.003446359

Minimum	0.00092
Maximum	0.01958
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0.00092
5-th percentile	0.001315
Q1	0.00186
median	0.00269
Q3	0.003955
95-th percentile	0.009083
Maximum	0.01958
Range	0.01866
Interquartile range (IQR)	0.002095

Descriptive statistics

Standard deviation	0.0027589766
Coefficient of variation (CV)	0.80054825
Kurtosis	11.963922
Mean	0.003446359
Median Absolute Deviation (MAD)	0.00094
Skewness	3.0738925
Sum	0.67204
Variance	7.6119521 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.00332	4	2.1%
0.00283	3	1.5%
0.00203	3	1.5%
0.00182	3	1.5%
0.00113	2	1.0%
0.00194	2	1.0%
0.00192	2	1.0%
0.00312	2	1.0%
0.00258	2	1.0%
0.0039	2	1.0%
Other values (155)	170	87.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.00092	1	0.5%
0.00096	1	0.5%
0.001	1	0.5%
0.00106	1	0.5%
0.00107	1	0.5%
0.00113	2	1.0%
0.00115	1	0.5%
0.00122	1	0.5%
0.00128	1	0.5%
0.00133	1	0.5%

Value	Count	Frequency (%)
0.01958	1	0.5%
0.01699	1	0.5%
0.01628	1	0.5%
0.01522	1	0.5%
0.01154	1	0.5%
0.01027	1	0.5%
0.0099	1	0.5%
0.00963	1	0.5%
0.00946	1	0.5%
0.00909	1	0.5%

Jitter:DDP
Real number (ℝ)

HIGH CORRELATION

Distinct	180
Distinct (%)	92.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0099199487

Minimum	0.00204
Maximum	0.06433
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0.00204
5-th percentile	0.003354
Q1	0.004985
median	0.00749
Q3	0.011505
95-th percentile	0.026271
Maximum	0.06433
Range	0.06229
Interquartile range (IQR)	0.00652

Descriptive statistics

Standard deviation	0.0089033444
Coefficient of variation (CV)	0.89751919
Kurtosis	14.224762
Mean	0.0099199487
Median Absolute Deviation (MAD)	0.00293
Skewness	3.3620584
Sum	1.93439
Variance	7.9269541 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.00507	3	1.5%
0.01109	2	1.0%
0.0078	2	1.0%
0.0075	2	1.0%
0.00731	2	1.0%
0.00994	2	1.0%
0.00696	2	1.0%
0.01285	2	1.0%
0.00616	2	1.0%
0.00496	2	1.0%
Other values (170)	174	89.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.00204	1	0.5%
0.00225	1	0.5%
0.00229	1	0.5%
0.00276	1	0.5%
0.00278	1	0.5%
0.00283	1	0.5%
0.00301	1	0.5%
0.00314	1	0.5%
0.00315	1	0.5%
0.00327	1	0.5%

Value	Count	Frequency (%)
0.06433	1	0.5%
0.05563	1	0.5%
0.05401	1	0.5%
0.04705	1	0.5%
0.03476	1	0.5%
0.03351	1	0.5%
0.03225	1	0.5%
0.02987	1	0.5%
0.02756	1	0.5%
0.02716	1	0.5%

MDVP:Shimmer
Real number (ℝ)

HIGH CORRELATION

Distinct	188
Distinct (%)	96.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.029709128

Minimum	0.00954
Maximum	0.11908
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0.00954
5-th percentile	0.011211
Q1	0.016505
median	0.02297
Q3	0.037885
95-th percentile	0.067256
Maximum	0.11908
Range	0.10954
Interquartile range (IQR)	0.02138

Descriptive statistics

Standard deviation	0.018856932
Coefficient of variation (CV)	0.63471845
Kurtosis	3.2383081
Mean	0.029709128
Median Absolute Deviation (MAD)	0.00839
Skewness	1.6664804
Sum	5.79328
Variance	0.00035558388
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02448	2	1.0%
0.03273	2	1.0%
0.01608	2	1.0%
0.01725	2	1.0%
0.02293	2	1.0%
0.0145	2	1.0%
0.01503	2	1.0%
0.01412	1	0.5%
0.04479	1	0.5%
0.02503	1	0.5%
Other values (178)	178	91.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.00954	1	0.5%
0.00958	1	0.5%
0.01015	1	0.5%
0.01022	1	0.5%
0.01024	1	0.5%
0.0103	1	0.5%
0.01033	1	0.5%
0.01043	1	0.5%
0.01064	1	0.5%
0.01098	1	0.5%

Value	Count	Frequency (%)
0.11908	1	0.5%
0.09419	1	0.5%
0.09178	1	0.5%
0.08684	1	0.5%
0.08143	1	0.5%
0.07959	1	0.5%
0.0717	1	0.5%
0.07118	1	0.5%
0.06734	1	0.5%
0.06727	1	0.5%

Shimmer:APQ3
Real number (ℝ)

HIGH CORRELATION

Distinct	184
Distinct (%)	94.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.015664154

Minimum	0.00455
Maximum	0.05647
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0.00455
5-th percentile	0.005368
Q1	0.008245
median	0.01279
Q3	0.020265
95-th percentile	0.036227
Maximum	0.05647
Range	0.05192
Interquartile range (IQR)	0.01202

Descriptive statistics

Standard deviation	0.010153162
Coefficient of variation (CV)	0.64817811
Kurtosis	2.7201516
Mean	0.015664154
Median Absolute Deviation (MAD)	0.0051
Skewness	1.5805764
Sum	3.05451
Variance	0.00010308669
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01441	2	1.0%
0.00829	2	1.0%
0.01277	2	1.0%
0.01484	2	1.0%
0.00728	2	1.0%
0.00469	2	1.0%
0.01579	2	1.0%
0.00633	2	1.0%
0.01284	2	1.0%
0.00522	2	1.0%
Other values (174)	175	89.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.00455	1	0.5%
0.00468	1	0.5%
0.00469	2	1.0%
0.00476	1	0.5%
0.0049	1	0.5%
0.00504	1	0.5%
0.00522	2	1.0%
0.00534	1	0.5%
0.00538	1	0.5%
0.00557	1	0.5%

Value	Count	Frequency (%)
0.05647	1	0.5%
0.05551	1	0.5%
0.05358	1	0.5%
0.04421	1	0.5%
0.04284	1	0.5%
0.04016	1	0.5%
0.03804	1	0.5%
0.03788	1	0.5%
0.03671	1	0.5%
0.0365	1	0.5%

Shimmer:APQ5
Real number (ℝ)

HIGH CORRELATION

Distinct	189
Distinct (%)	96.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.017878256

Minimum	0.0057
Maximum	0.0794
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0.0057
5-th percentile	0.006383
Q1	0.00958
median	0.01347
Q3	0.02238
95-th percentile	0.042701
Maximum	0.0794
Range	0.0737
Interquartile range (IQR)	0.0128

Descriptive statistics

Standard deviation	0.012023706
Coefficient of variation (CV)	0.67253234
Kurtosis	3.8742097
Mean	0.017878256
Median Absolute Deviation (MAD)	0.00468
Skewness	1.7986971
Sum	3.48626
Variance	0.00014456949
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01219	2	1.0%
0.01024	2	1.0%
0.00747	2	1.0%
0.00972	2	1.0%
0.0116	2	1.0%
0.01144	2	1.0%
0.00621	1	0.5%
0.01805	1	0.5%
0.01859	1	0.5%
0.0057	1	0.5%
Other values (179)	179	91.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0057	1	0.5%
0.00576	1	0.5%
0.00582	1	0.5%
0.00588	1	0.5%
0.00606	1	0.5%
0.0061	1	0.5%
0.00621	1	0.5%
0.0063	1	0.5%
0.00631	1	0.5%
0.00632	1	0.5%

Value	Count	Frequency (%)
0.0794	1	0.5%
0.05556	1	0.5%
0.05426	1	0.5%
0.05005	1	0.5%
0.04962	1	0.5%
0.04825	1	0.5%
0.04791	1	0.5%
0.0458	1	0.5%
0.04518	1	0.5%
0.04282	1	0.5%

MDVP:APQ
Real number (ℝ)

HIGH CORRELATION

Distinct	189
Distinct (%)	96.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.024081487

Minimum	0.00719
Maximum	0.13778
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0.00719
5-th percentile	0.009114
Q1	0.01308
median	0.01826
Q3	0.0294
95-th percentile	0.057718
Maximum	0.13778
Range	0.13059
Interquartile range (IQR)	0.01632

Descriptive statistics

Standard deviation	0.016946736
Coefficient of variation (CV)	0.70372465
Kurtosis	11.163288
Mean	0.024081487
Median Absolute Deviation (MAD)	0.00636
Skewness	2.6180465
Sum	4.69589
Variance	0.00028719187
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01234	2	1.0%
0.03772	2	1.0%
0.00903	2	1.0%
0.01491	2	1.0%
0.01133	2	1.0%
0.0114	2	1.0%
0.03316	1	0.5%
0.02259	1	0.5%
0.02301	1	0.5%
0.00811	1	0.5%
Other values (179)	179	91.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.00719	1	0.5%
0.00726	1	0.5%
0.00762	1	0.5%
0.00802	1	0.5%
0.00811	1	0.5%
0.0086	1	0.5%
0.00871	1	0.5%
0.00882	1	0.5%
0.00903	2	1.0%
0.00915	1	0.5%

Value	Count	Frequency (%)
0.13778	1	0.5%
0.08808	1	0.5%
0.08318	1	0.5%
0.06824	1	0.5%
0.0646	1	0.5%
0.06359	1	0.5%
0.06259	1	0.5%
0.06196	1	0.5%
0.06023	1	0.5%
0.05783	1	0.5%

NHR
Real number (ℝ)

HIGH CORRELATION

Distinct	185
Distinct (%)	94.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.024847077

Minimum	0.00065
Maximum	0.31482
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0.00065
5-th percentile	0.002528
Q1	0.005925
median	0.01166
Q3	0.02564
95-th percentile	0.092044
Maximum	0.31482
Range	0.31417
Interquartile range (IQR)	0.019715

Descriptive statistics

Standard deviation	0.040418449
Coefficient of variation (CV)	1.6266883
Kurtosis	21.994974
Mean	0.024847077
Median Absolute Deviation (MAD)	0.0069
Skewness	4.2207091
Sum	4.84518
Variance	0.001633651
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.07223	2	1.0%
0.00476	2	1.0%
0.00839	2	1.0%
0.00231	2	1.0%
0.0062	2	1.0%
0.0042	2	1.0%
0.0034	2	1.0%
0.00681	2	1.0%
0.00479	2	1.0%
0.01049	2	1.0%
Other values (175)	175	89.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.00065	1	0.5%
0.00072	1	0.5%
0.00119	1	0.5%
0.00135	1	0.5%
0.00167	1	0.5%
0.00231	2	1.0%
0.00233	1	0.5%
0.00238	1	0.5%
0.00243	1	0.5%
0.00257	1	0.5%

Value	Count	Frequency (%)
0.31482	1	0.5%
0.2593	1	0.5%
0.21713	1	0.5%
0.16744	1	0.5%
0.16265	1	0.5%
0.11843	1	0.5%
0.10952	1	0.5%
0.10748	1	0.5%
0.10715	1	0.5%
0.10323	1	0.5%

HNR
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	195
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.885974

Minimum	8.441
Maximum	33.047
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	8.441
5-th percentile	13.4838
Q1	19.198
median	22.085
Q3	25.0755
95-th percentile	26.9742
Maximum	33.047
Range	24.606
Interquartile range (IQR)	5.8775

Descriptive statistics

Standard deviation	4.4257643
Coefficient of variation (CV)	0.2022192
Kurtosis	0.61603583
Mean	21.885974
Median Absolute Deviation (MAD)	2.945
Skewness	-0.5143175
Sum	4267.765
Variance	19.587389
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21.033	1	0.5%
12.359	1	0.5%
19.196	1	0.5%
18.857	1	0.5%
18.178	1	0.5%
18.33	1	0.5%
26.842	1	0.5%
26.369	1	0.5%
23.949	1	0.5%
26.017	1	0.5%
Other values (185)	185	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8.441	1	0.5%
8.867	1	0.5%
9.449	1	0.5%
10.489	1	0.5%
11.744	1	0.5%
11.866	1	0.5%
12.298	1	0.5%
12.359	1	0.5%
12.435	1	0.5%
12.529	1	0.5%

Value	Count	Frequency (%)
33.047	1	0.5%
32.684	1	0.5%
31.732	1	0.5%
30.94	1	0.5%
30.775	1	0.5%
29.928	1	0.5%
29.746	1	0.5%
28.409	1	0.5%
27.421	1	0.5%
27.166	1	0.5%

status
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.7 KiB

1	147
0	48

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	195
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	147	75.4%
0	48	24.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	147	75.4%
0	48	24.6%

Most occurring characters

Value	Count	Frequency (%)
1	147	75.4%
0	48	24.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	195	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	147	75.4%
0	48	24.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	195	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	147	75.4%
0	48	24.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	195	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	147	75.4%
0	48	24.6%

RPDE
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	195
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.49853554

Minimum	0.25657
Maximum	0.685151
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0.25657
5-th percentile	0.3309287
Q1	0.421306
median	0.495954
Q3	0.5875625
95-th percentile	0.6532203
Maximum	0.685151
Range	0.428581
Interquartile range (IQR)	0.1662565

Descriptive statistics

Standard deviation	0.10394171
Coefficient of variation (CV)	0.20849409
Kurtosis	-0.92178098
Mean	0.49853554
Median Absolute Deviation (MAD)	0.082659
Skewness	-0.14340241
Sum	97.21443
Variance	0.01080388
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.414783	1	0.5%
0.56161	1	0.5%
0.618663	1	0.5%
0.637518	1	0.5%
0.623209	1	0.5%
0.585169	1	0.5%
0.457541	1	0.5%
0.491345	1	0.5%
0.46716	1	0.5%
0.468621	1	0.5%
Other values (185)	185	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.25657	1	0.5%
0.263654	1	0.5%
0.27685	1	0.5%
0.296888	1	0.5%
0.305062	1	0.5%
0.305429	1	0.5%
0.306443	1	0.5%
0.311369	1	0.5%
0.32648	1	0.5%
0.329577	1	0.5%

Value	Count	Frequency (%)
0.685151	1	0.5%
0.677131	1	0.5%
0.671378	1	0.5%
0.671299	1	0.5%
0.665318	1	0.5%
0.663842	1	0.5%
0.660125	1	0.5%
0.654945	1	0.5%
0.653427	1	0.5%
0.65341	1	0.5%

DFA
Real number (ℝ)

UNIQUE

Distinct	195
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.71809905

Minimum	0.574282
Maximum	0.825288
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0.574282
5-th percentile	0.6323376
Q1	0.6747575
median	0.722254
Q3	0.7618815
95-th percentile	0.8160376
Maximum	0.825288
Range	0.251006
Interquartile range (IQR)	0.087124

Descriptive statistics

Standard deviation	0.05533583
Coefficient of variation (CV)	0.077058772
Kurtosis	-0.68615185
Mean	0.71809905
Median Absolute Deviation (MAD)	0.043369
Skewness	-0.033213661
Sum	140.02931
Variance	0.0030620541
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.815285	1	0.5%
0.793509	1	0.5%
0.728421	1	0.5%
0.735546	1	0.5%
0.738245	1	0.5%
0.736964	1	0.5%
0.699787	1	0.5%
0.718839	1	0.5%
0.724045	1	0.5%
0.735136	1	0.5%
Other values (185)	185	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.574282	1	0.5%
0.58271	1	0.5%
0.605417	1	0.5%
0.623731	1	0.5%
0.62671	1	0.5%
0.627337	1	0.5%
0.628058	1	0.5%
0.628232	1	0.5%
0.630409	1	0.5%
0.631653	1	0.5%

Value	Count	Frequency (%)
0.825288	1	0.5%
0.825069	1	0.5%
0.823484	1	0.5%
0.821364	1	0.5%
0.819521	1	0.5%
0.819235	1	0.5%
0.819032	1	0.5%
0.817756	1	0.5%
0.817396	1	0.5%
0.81634	1	0.5%

spread1
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	195
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-5.6843967

Minimum	-7.964984
Maximum	-2.434031
Zeros	0
Zeros (%)	0.0%
Negative	195
Negative (%)	100.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	-7.964984
5-th percentile	-7.306315
Q1	-6.450096
median	-5.720868
Q3	-5.046192
95-th percentile	-3.7336141
Maximum	-2.434031
Range	5.530953
Interquartile range (IQR)	1.403904

Descriptive statistics

Standard deviation	1.0902078
Coefficient of variation (CV)	-0.19178953
Kurtosis	-0.050199182
Mean	-5.6843967
Median Absolute Deviation (MAD)	0.71853
Skewness	0.43213893
Sum	-1108.4574
Variance	1.188553
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-4.813031	1	0.5%
-3.297668	1	0.5%
-5.944191	1	0.5%
-5.594275	1	0.5%
-5.540351	1	0.5%
-5.825257	1	0.5%
-6.890021	1	0.5%
-5.892061	1	0.5%
-6.135296	1	0.5%
-6.112667	1	0.5%
Other values (185)	185	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-7.964984	1	0.5%
-7.777685	1	0.5%
-7.695734	1	0.5%
-7.682587	1	0.5%
-7.517934	1	0.5%
-7.496264	1	0.5%
-7.3483	1	0.5%
-7.31951	1	0.5%
-7.314237	1	0.5%
-7.31055	1	0.5%

Value	Count	Frequency (%)
-2.434031	1	0.5%
-2.839756	1	0.5%
-2.929379	1	0.5%
-2.93107	1	0.5%
-3.269487	1	0.5%
-3.297668	1	0.5%
-3.377325	1	0.5%
-3.444478	1	0.5%
-3.583722	1	0.5%
-3.700544	1	0.5%

spread2
Real number (ℝ)

HIGH CORRELATION

Distinct	194
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.22651035

Minimum	0.006274
Maximum	0.450493
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	0.006274
5-th percentile	0.0888389
Q1	0.1743505
median	0.218885
Q3	0.279234
95-th percentile	0.3731391
Maximum	0.450493
Range	0.444219
Interquartile range (IQR)	0.1048835

Descriptive statistics

Standard deviation	0.083405763
Coefficient of variation (CV)	0.36822054
Kurtosis	-0.083022893
Mean	0.22651035
Median Absolute Deviation (MAD)	0.048702
Skewness	0.14443049
Sum	44.169518
Variance	0.0069565212
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.210279	2	1.0%
0.266482	1	0.5%
0.320385	1	0.5%
0.12795	1	0.5%
0.087165	1	0.5%
0.115697	1	0.5%
0.152941	1	0.5%
0.195976	1	0.5%
0.20363	1	0.5%
0.217013	1	0.5%
Other values (184)	184	94.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.006274	1	0.5%
0.018689	1	0.5%
0.056844	1	0.5%
0.063412	1	0.5%
0.066994	1	0.5%
0.073298	1	0.5%
0.078202	1	0.5%
0.086372	1	0.5%
0.087165	1	0.5%
0.08784	1	0.5%

Value	Count	Frequency (%)
0.450493	1	0.5%
0.434326	1	0.5%
0.414758	1	0.5%
0.397749	1	0.5%
0.396746	1	0.5%
0.393056	1	0.5%
0.391002	1	0.5%
0.389295	1	0.5%
0.389232	1	0.5%
0.375531	1	0.5%

D2
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	195
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.3818261

Minimum	1.423287
Maximum	3.671155
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 KiB

Quantile statistics

Minimum	1.423287
5-th percentile	1.8487408
Q1	2.0991255
median	2.361532
Q3	2.636456
95-th percentile	3.0849315
Maximum	3.671155
Range	2.247868
Interquartile range (IQR)	0.5373305

Descriptive statistics

Standard deviation	0.38279905
Coefficient of variation (CV)	0.16071662
Kurtosis	0.2203341
Mean	2.3818261
Median Absolute Deviation (MAD)	0.271094
Skewness	0.43038389
Sum	464.45609
Variance	0.14653511
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.301442	1	0.5%
3.413649	1	0.5%
1.929715	1	0.5%
1.765957	1	0.5%
1.821297	1	0.5%
1.996146	1	0.5%
2.328513	1	0.5%
2.108873	1	0.5%
2.539724	1	0.5%
2.527742	1	0.5%
Other values (185)	185	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.423287	1	0.5%
1.512275	1	0.5%
1.544609	1	0.5%
1.743867	1	0.5%
1.765957	1	0.5%
1.777901	1	0.5%
1.821297	1	0.5%
1.827012	1	0.5%
1.831691	1	0.5%
1.840198	1	0.5%

Value	Count	Frequency (%)
3.671155	1	0.5%
3.413649	1	0.5%
3.317586	1	0.5%
3.274865	1	0.5%
3.184027	1	0.5%
3.142364	1	0.5%
3.13655	1	0.5%
3.10901	1	0.5%
3.099301	1	0.5%
3.098256	1	0.5%

Auto

Heatmap
Table

	MDVP:Fo(Hz)	MDVP:Fhi(Hz)	MDVP:Flo(Hz)	MDVP:Jitter(Abs)	MDVP:PPQ	Jitter:DDP	MDVP:Shimmer	Shimmer:APQ3	Shimmer:APQ5	MDVP:APQ	NHR	HNR	RPDE	DFA	spread1	spread2	D2	status
MDVP:Fo(Hz)	1.000	0.796	0.324	-0.566	-0.298	-0.197	-0.164	-0.145	-0.130	-0.229	-0.106	0.057	-0.374	-0.420	-0.426	-0.227	0.252	0.577
MDVP:Fhi(Hz)	0.796	1.000	0.096	-0.363	-0.118	-0.070	-0.085	-0.092	-0.059	-0.116	0.060	-0.022	-0.223	-0.463	-0.256	-0.116	0.261	0.393
MDVP:Flo(Hz)	0.324	0.096	1.000	-0.408	-0.375	-0.362	-0.255	-0.206	-0.221	-0.306	-0.458	0.258	-0.349	0.122	-0.355	-0.145	-0.133	0.523
MDVP:Jitter(Abs)	-0.566	-0.363	-0.408	1.000	0.910	0.860	0.664	0.629	0.624	0.691	0.702	-0.624	0.535	0.322	0.803	0.473	0.232	0.305
MDVP:PPQ	-0.298	-0.118	-0.375	0.910	1.000	0.966	0.762	0.729	0.752	0.763	0.784	-0.766	0.483	0.260	0.794	0.431	0.346	0.313
Jitter:DDP	-0.197	-0.070	-0.362	0.860	0.966	1.000	0.739	0.716	0.725	0.718	0.801	-0.754	0.425	0.183	0.716	0.346	0.380	0.245
MDVP:Shimmer	-0.164	-0.085	-0.255	0.664	0.762	0.739	1.000	0.989	0.987	0.972	0.770	-0.866	0.538	0.172	0.661	0.444	0.422	0.406
Shimmer:APQ3	-0.145	-0.092	-0.206	0.629	0.729	0.716	0.989	1.000	0.978	0.938	0.728	-0.858	0.511	0.185	0.619	0.400	0.389	0.348
Shimmer:APQ5	-0.130	-0.059	-0.221	0.624	0.752	0.725	0.987	0.978	1.000	0.959	0.740	-0.865	0.510	0.187	0.645	0.400	0.410	0.428
MDVP:APQ	-0.229	-0.116	-0.306	0.691	0.763	0.718	0.972	0.938	0.959	1.000	0.779	-0.838	0.589	0.176	0.713	0.510	0.436	0.429
NHR	-0.106	0.060	-0.458	0.702	0.784	0.801	0.770	0.728	0.740	0.779	1.000	-0.866	0.619	-0.176	0.659	0.418	0.570	0.000
HNR	0.057	-0.022	0.258	-0.624	-0.766	-0.754	-0.866	-0.858	-0.865	-0.838	-0.866	1.000	-0.622	0.010	-0.628	-0.374	-0.485	0.373
RPDE	-0.374	-0.223	-0.349	0.535	0.483	0.425	0.538	0.511	0.510	0.589	0.619	-0.622	1.000	-0.129	0.599	0.449	0.201	0.328
DFA	-0.420	-0.463	0.122	0.322	0.260	0.183	0.172	0.185	0.187	0.176	-0.176	0.010	-0.129	1.000	0.211	0.200	-0.195	0.341
spread1	-0.426	-0.256	-0.355	0.803	0.794	0.716	0.661	0.619	0.645	0.713	0.659	-0.628	0.599	0.211	1.000	0.650	0.424	0.599
spread2	-0.227	-0.116	-0.145	0.473	0.431	0.346	0.444	0.400	0.400	0.510	0.418	-0.374	0.449	0.200	0.650	1.000	0.484	0.453
D2	0.252	0.261	-0.133	0.232	0.346	0.380	0.422	0.389	0.410	0.436	0.570	-0.485	0.201	-0.195	0.424	0.484	1.000	0.312
status	0.577	0.393	0.523	0.305	0.313	0.245	0.406	0.348	0.428	0.429	0.000	0.373	0.328	0.341	0.599	0.453	0.312	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	MDVP:Fo(Hz)	MDVP:Fhi(Hz)	MDVP:Flo(Hz)	MDVP:Jitter(Abs)	MDVP:PPQ	Jitter:DDP	MDVP:Shimmer	Shimmer:APQ3	Shimmer:APQ5	MDVP:APQ	NHR	HNR	status	RPDE	DFA	spread1	spread2	D2
0	119.992	157.302	74.997	0.00007	0.00554	0.01109	0.04374	0.02182	0.03130	0.02971	0.02211	21.033	1	0.414783	0.815285	-4.813031	0.266482	2.301442
1	122.400	148.650	113.819	0.00008	0.00696	0.01394	0.06134	0.03134	0.04518	0.04368	0.01929	19.085	1	0.458359	0.819521	-4.075192	0.335590	2.486855
2	116.682	131.111	111.555	0.00009	0.00781	0.01633	0.05233	0.02757	0.03858	0.03590	0.01309	20.651	1	0.429895	0.825288	-4.443179	0.311173	2.342259
3	116.676	137.871	111.366	0.00009	0.00698	0.01505	0.05492	0.02924	0.04005	0.03772	0.01353	20.644	1	0.434969	0.819235	-4.117501	0.334147	2.405554
4	116.014	141.781	110.655	0.00011	0.00908	0.01966	0.06425	0.03490	0.04825	0.04465	0.01767	19.649	1	0.417356	0.823484	-3.747787	0.234513	2.332180
5	120.552	131.162	113.787	0.00008	0.00750	0.01388	0.04701	0.02328	0.03526	0.03243	0.01222	21.378	1	0.415564	0.825069	-4.242867	0.299111	2.187560
6	120.267	137.244	114.820	0.00003	0.00202	0.00466	0.01608	0.00779	0.00937	0.01351	0.00607	24.886	1	0.596040	0.764112	-5.634322	0.257682	1.854785
7	107.332	113.840	104.315	0.00003	0.00182	0.00431	0.01567	0.00829	0.00946	0.01256	0.00344	26.892	1	0.637420	0.763262	-6.167603	0.183721	2.064693
8	95.730	132.068	91.754	0.00006	0.00332	0.00880	0.02093	0.01073	0.01277	0.01717	0.01070	21.812	1	0.615551	0.773587	-5.498678	0.327769	2.322511
9	95.056	120.103	91.226	0.00006	0.00332	0.00803	0.02838	0.01441	0.01725	0.02444	0.01022	21.862	1	0.547037	0.798463	-5.011879	0.325996	2.432792

	MDVP:Fo(Hz)	MDVP:Fhi(Hz)	MDVP:Flo(Hz)	MDVP:Jitter(Abs)	MDVP:PPQ	Jitter:DDP	MDVP:Shimmer	Shimmer:APQ3	Shimmer:APQ5	MDVP:APQ	NHR	HNR	RPDE	DFA	spread1	spread2	D2
185	116.286	177.291	96.983	0.00003	0.00192	0.00403	0.01564	0.00667	0.00990	0.01691	0.00737	24.199	0.598515	0.654331	-5.592584	0.133917	2.058658
186	116.556	592.030	86.228	0.00004	0.00263	0.00762	0.01660	0.00820	0.00972	0.01491	0.01397	23.958	0.566424	0.667654	-6.431119	0.153310	2.161936
187	116.342	581.289	94.246	0.00002	0.00148	0.00345	0.01300	0.00631	0.00789	0.01144	0.00680	25.023	0.528485	0.663884	-6.359018	0.116636	2.152083
188	114.563	119.167	86.647	0.00003	0.00184	0.00439	0.01185	0.00557	0.00721	0.01095	0.00703	24.775	0.555303	0.659132	-6.710219	0.149694	1.913990
189	201.774	262.707	78.228	0.00003	0.00396	0.01235	0.02574	0.01454	0.01582	0.01758	0.04441	19.368	0.508479	0.683761	-6.934474	0.159890	2.316346
190	174.188	230.978	94.261	0.00003	0.00259	0.00790	0.04087	0.02336	0.02498	0.02745	0.02764	19.517	0.448439	0.657899	-6.538586	0.121952	2.657476
191	209.516	253.017	89.488	0.00003	0.00292	0.00994	0.02751	0.01604	0.01657	0.01879	0.01810	19.147	0.431674	0.683244	-6.195325	0.129303	2.784312
192	174.688	240.005	74.287	0.00008	0.00564	0.01873	0.02308	0.01268	0.01365	0.01667	0.10715	17.883	0.407567	0.655683	-6.787197	0.158453	2.679772
193	198.764	396.961	74.904	0.00004	0.00390	0.01109	0.02296	0.01265	0.01321	0.01588	0.07223	19.020	0.451221	0.643956	-6.744577	0.207454	2.138608
194	214.289	260.277	77.973	0.00003	0.00317	0.00885	0.01884	0.01026	0.01161	0.01373	0.04398	21.209	0.462803	0.664357	-5.724056	0.190667	2.555477

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample